TextClassification相关论文
A lot of natural language processing problems need to encode the text sequence as a fix-length vector,which usually invo......
Text classification is an important task in natural language processing and numerous studies aim to improve the accuracy......
Text classification means to assign a document to one or more classes or categories according to content.Text classifica......
垃圾邮件问题日益严重,受到研究人员的广泛关注.基于内容的过滤是当前解决垃圾邮件问题的主流技术之一.目前基于内容的垃圾邮件过......
Recently,a self-attention based model,named Transformer,is pro-posed in Neural Machine Translation(NMT)domain,and outper......
Language model pre-training has proven to be useful in learning universal language representations.As a state-of-the-art......
Based on HowNet and the Semantic Knowledge-Base of Modern Chinese (SKBMC),the Word-Semantic Knowledge Base (WSKB) was co......
流形学习算法作为一种非线性降维方法,目标是发现嵌入在高维数据空间中的低维流形结构,并给出一个低维表示。文章尝试将流形学习算......
针对传统KNN分类算法在样本数量大、维度高的情况下相似度计算量大的问题，提出了基于相似矩阵的改进KNN分类算法。该算法通过计算样......
Few-shot text classification targets at the situation where a model is developed to classify newly incoming query instan......
邮件监控是网络信息安全的一个重要方面.而监控得到的邮件的处理是一项困难的工作.本文提出并实现了一种应用于邮件监控的邮件处理......
